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feature_names=Column_0 Column_1 Column_2 Column_3 Column_4 Column_5 Column_6 Column_7 Column_8 Column_9 Column_10 Column_11 Column_12 Column_13 Column_14 Column_15 Column_16 Column_17 Column_18 Column_19 Column_20 Column_21 Column_22 Column_23 Column_24 Column_25 Column_26 Column_27 Column_28 Column_29 Column_30 Column_31 Column_32 Column_33 Column_34 Column_35 Column_36 Column_37 Column_38 Column_39 Column_40 Column_41 Column_42 Column_43 Column_44 Column_45 Column_46 Column_47 Column_48 Column_49 Column_50 Column_51 Column_52 Column_53 Column_54 Column_55
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tree_sizes=1880 1917 1917 1905 1924 1924 1917 1899 1917 1922 1926 1930 1915 1910 1920 1930 1913 1924 1925 1925 1929 1923 1914 1905 1918 1940 1930 1914 1934 1926 1923 1933 1922 1925 1942 1907 1933 1911 1905 1919 1910 1912 1934 1939 1924 1945 1937 1916 1928 1950 1910 1918 1930 1912 1930 1913 1920 1919 1900 1911 1906 1921 1921 1931 1928 1821 1910 1919 1818 1917 1911 1937 1925 1938 1952 1932 1798 1922 1919 1917 1901 1880 1769 1918 1879 1918 1922 1805 1933 1908 1922 1914 1899 1915 1785 1930 1930 1931 1904 1932 1916 1921 1936 1935 1935 1941 1945 1931 1924 1923 1930 1909 1922 1931 1917 1916 1913 1799 1910 1810 1916 1918 1915 1926 1938 1924 1920 1929 1694 1901 1940 1924 1932 1809 1909 1930 1947 1897 1926 1940 1929 1696 1804 1815 1933 1950 1929 1953 1932 1908 1929 1904 1938 1927 1943 1946 1937 1918 1915 1818 1930 1933 1912 1921 1938 1930 1820 1895 1898 1927 1911 1908 1901 1899 1566 1909 1908 1909 1918 1895 1916 1775 1917 1885 1903 1937 1792 1815 1903 1890 1928 1800 1934 1691 1873 1930 1907 1787 1945 1931

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Tree=1
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Tree=2
num_cat=0
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split_gain=3389.05 1233.28 778.875 559.602 624.713 397.363 430.389 353.796 159.702 115.559 104.563 98.9827 96.0166 51.2576 15.2354
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Tree=3
num_cat=0
split_feature=28 28 18 47 17 38 6 26 6 28 21 28 55 7 4
split_gain=1831.87 1496.52 1146.83 564.89 529.595 392.828 195.41 186.13 143.841 96.3464 73.6342 121.03 72.7031 64.3298 18.8255
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leaf_weight=2178.6860295683146 1491.8544328212738 644.55766294896603 23298.635415181518 41347.309422209859 21456.148592457175 2061.5250056535006 562.14090847969055 2241.6727978438139 13961.374326989055 10510.318995222449 271.45185236632824 292.43940204381943 1134.5074727982283 13919.482184424996 7207.5672168433666
leaf_count=8872 6563 2684 96940 170422 88132 8363 2345 9493 57460 43014 1090 1179 4602 57153 29375
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Tree=4
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Tree=5
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Tree=6
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Tree=7
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Tree=193
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Tree=194
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Tree=195
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Tree=196
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Tree=197
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Tree=198
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Tree=199
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end of trees

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Column_2=44
Column_51=42
Column_3=40
Column_20=40
Column_35=39
Column_29=38
Column_49=37
Column_4=32
Column_47=32
Column_27=29
Column_37=28
Column_53=25
Column_50=24
Column_22=23
Column_15=20
Column_44=15
Column_38=11
Column_43=9
Column_52=9
Column_32=3
Column_39=3
Column_42=2
Column_54=1

parameters:
[boosting: gbdt]
[objective: binary]
[metric: binary_logloss]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 50]
[learning_rate: 0.094]
[num_leaves: 31]
[num_threads: 1]
[seed: 42]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: 4]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 0.8]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 5]
[bagging_seed: 400]
[bagging_by_query: 0]
[feature_fraction: 0.8]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 30056]
[extra_trees: 0]
[extra_seed: 12879]
[early_stopping_round: 0]
[early_stopping_min_delta: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 0]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 17869]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: -1]
[saved_feature_importance_type: 0]
[use_quantized_grad: 0]
[num_grad_quant_bins: 4]
[quant_train_renew_leaf: 0]
[stochastic_rounding: 1]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 175]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[precise_float_parser: 0]
[parser_config_file: ]
[objective_seed: 16083]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[lambdarank_position_bias_regularization: 0]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:null

objective=binary metric=binary_logloss num_leaves=31 max_depth=4 learning_rate=0.094 feature_fraction=0.8 bagging_fraction=0.8 bagging_freq=5 min_child_samples=20 verbosity=-1 num_threads=1 random_state=42 num_iterations=50

tree
objective=regression
tree_sizes=1548 1566 1563 1596 1572 1477 1566 1469 1550 1662 1495 1479 1484 1499 1564 1493 1664 1575 1576 1402 1569 1590 1593 1559 1570 1500 1569 1557 1472 1563 1360 1476 1552 1369 1483 1493 1681 1679 1580 1482 1480 1570 1375 1480 1488 1656 1656 1654 1656 1650 1648 1662 1654 1661 1656 1673 1651 1657 1665 1662 1651 1660 1650 1655 1656 1659 1645 1648 1557 1642 1635 1561 1628 1652 1654 1571 1553 1650 1663 1473 1378 1657 1647 1651 1662 1558 1472 1480 1475 1479 1568 1559 1486 1464 1561 1472 1563 1454 1473 1574 1569 1656 1675 1666 1565 1632 1650 1465 1660 1633 1568 1636 1479 1565 1672

Tree=0
num_cat=0
split_feature=45 17 0 55 34 24 23 0 0 49 29 27 0 25
split_gain=0.110396 1.92437 8.26674 0.0511251 0.394338 11.9108 0.0917659 0.0378807 0.32812 0.0249231 0.0297435 0.0174795 0.0168183 0.00858992
threshold=-0.17180078476667401 -0.8243863284587859 0.0054809453431516894 2.0211037397384648 1.468370318412781 -0.88231047987937916 -0.030672303400933739 -0.034956371411681168 -0.037053914740681641 -1.6757296919822691 2.2350320816040044 0.16744337230920794 0.02376531902700663 -0.3590626567602157
left_child=1 2 13 7 6 -6 -5 8 -2 10 -3 -11 -9 -1
right_child=3 9 -4 4 5 -7 -8 12 -10 11 -12 -13 -14 -15
leaf_value=0.0017429560924453423 0.00010957037652566871 8.779129687157901e-05 0.067556178766939659 0.0010668081044510874 0.064882130347997349 2.015984498319902e-05 7.0448240345755072e-05 9.0034856277205498e-05 0.001489551176571448 0.00014947531044366967 0.0043553061539035667 -0.0013722622513621672 1.7513776885900697e-05 -0.00042845703092509699
leaf_weight=22 20749 31 20 890 26 661 9928 521689 1643 1998 27 69 29874 60
leaf_count=22 20749 31 20 890 26 661 9928 521689 1643 1998 27 69 29874 60
internal_value=9.74182e-05 0.000757989 0.0133702 9.49054e-05 0.000291102 0.00247491 0.000152419 9.09727e-05 0.000210826 0.000152603 0.00207439 9.86771e-05 8.61069e-05 0.000154117
internal_weight=587687 2227 102 585460 11505 687 10818 573955 22392 2125 58 2067 551563 82
internal_count=587687 2227 102 585460 11505 687 10818 573955 22392 2125 58 2067 551563 82

Tree=1
num_cat=0
split_feature=45 17 33 6 55 34 24 33 0 55 49 17 31 13
split_gain=0.0906168 1.57959 7.8426 0.0550428 0.0419653 0.323687 9.77685 0.123193 0.0310938 0.28991 0.0204578 0.0272629 0.0147359 0.0142727
threshold=-0.17180078476667401 -0.8243863284587859 0.20203109085559848 6.0551392380148179e-05 2.0211037397384648 1.468370318412781 -0.88231047987937916 0.50690898299217235 -0.034956371411681168 -1.3123381733894346 -1.6757296919822691 0.18783452361822131 -1.2844281196594236 0.25719563663005834
left_child=1 2 -1 -4 8 7 -7 -6 9 -2 11 -3 -12 -10
right_child=4 10 3 -5 5 6 -8 -9 13 -11 12 -13 -14 -15
leaf_value=0.063210730775411894 0.0012510989714726334 0.00013398319640795566 0.00019808189460794286 -0.0053935075483417944 -3.3999537799101995e-05 0.058689866249664477 -7.5078430235436621e-05 0.0013225217278451985 -1.0722370250784482e-05 -1.5174414026668969e-06 0.00056072086091525446 0.0043000818464813918 -0.00011550027140132283 -6.4950056506663464e-05
leaf_weight=21 1773 35 60 21 10190 26 661 628 504694 20619 341 23 1726 46869
leaf_count=21 1773 35 60 21 10190 26 661 628 504694 20619 341 23 1726 46869
internal_value=-5.0824e-06 0.000593395 0.0120201 -0.00125159 -7.35892e-06 0.000170395 0.00214892 4.47484e-05 -1.0922e-05 9.76648e-05 4.49147e-05 0.00178606 -3.94178e-06 -1.53304e-05
internal_weight=587687 2227 102 81 585460 11505 687 10818 573955 22392 2125 58 2067 551563
internal_count=587687 2227 102 81 585460 11505 687 10818 573955 22392 2125 58 2067 551563

Tree=2
num_cat=0
split_feature=45 17 24 24 23 49 2 47 31 23 49 17 27 13
split_gain=0.0743815 1.29659 7.40465 0.0362167 0.0313304 0.209891 8.10234 0.0662536 0.031585 2.83197 0.0168442 0.0352375 0.0141311 0.0114221
threshold=-0.17180078476667401 -0.8243863284587859 0.96566614508628856 0.24980354309082034 -0.030672303400933739 -1.3179033398628233 0.00031758204568177467 -1.256108224391937 2.102653026580811 -0.0097320508211851103 -1.5564542412757871 0.3532050102949143 0.16744337230920794 0.25719563663005834
left_child=1 2 3 -1 5 6 -2 -7 13 -10 11 -3 -12 -6
right_child=4 10 -4 -5 8 7 -8 -9 9 -11 12 -13 -14 -15
leaf_value=-0.0032193300367265912 2.0662464532744471e-05 7.4486855350551202e-05 0.06063100937755718 0.0012494326543105257 -9.9149106453721881e-06 0.00070681259381166609 0.032915354426200791 -2.4122271558443515e-05 0.015219873832572599 -5.238160999267467e-05 3.7122266318647238e-05 0.0045888880923051724 -0.0013312832854698291 -5.8608273792727712e-05
leaf_weight=59 2449 50 21 22 504308 1148 68 24071 109 6817 1984 22 69 46490
leaf_count=59 2449 50 21 22 504308 1148 68 24071 109 6817 1984 22 69 46490
internal_value=-4.60466e-06 0.000537616 0.0108902 -0.00200559 -6.66718e-06 9.0843e-05 0.000909355 9.15079e-06 -1.15164e-05 0.00018797 4.06927e-05 0.00145389 -8.86896e-06 -1.40249e-05
internal_weight=587687 2227 102 81 585460 27736 2517 25219 557724 6926 2125 72 2053 550798
internal_count=587687 2227 102 81 585460 27736 2517 25219 557724 6926 2125 72 2053 550798

Tree=3
num_cat=0
split_feature=55 26 26 33 47 13 13 2 46 46 18 21 4 13
split_gain=0.0324092 0.294114 13.5399 0.0935287 2.40596 0.0291034 0.229697 3.36365 0.197041 0.0166059 0.0142292 0.0179516 0.00803194 0.00237026
threshold=2.0211037397384648 -1.0894942879676817 -1.1032025814056394 0.50690898299217235 -1.256108224391937 -0.25902542471885676 -0.27063107490539545 0.00031758204568177467 0.12199990078806879 0.075994964689016356 0.012097868602722885 5.3197524547576913 -0.25643424689769739 0.10572824627161027
left_child=5 2 9 12 -5 6 8 -8 -1 -2 13 -12 -3 -7
right_child=1 3 -4 4 -6 10 7 -9 -10 -11 11 -13 -14 -15
leaf_value=-7.4126412636559155e-06 -0.00011627596583175104 -0.0017703586939048061 0.072970412293285811 0.026253223094463464 -0.00010015914742277042 -6.4510951092539844e-06 -1.6679356950049455e-05 0.014258863710264802 0.0014087835353251571 -0.0025320097383524764 -6.2275290568278595e-05 -0.00076269875565871466 -4.8693357788742348e-05 -2.3694567103955234e-05
leaf_weight=48237 763 24 23 32 705 399492 2052 157 884 26 39371 326 10080 85515
leaf_count=48237 763 24 23 32 705 399492 2052 157 884 26 39371 326 10080 85515
internal_value=-4.17182e-06 0.000151029 0.00187656 2.17852e-05 0.00104409 -7.31149e-06 6.02419e-05 0.000997925 1.80738e-05 -0.000195882 -1.392e-05 -6.80273e-05 -5.27828e-05 -9.49141e-06
internal_weight=587687 11653 812 10841 737 576034 51330 2209 49121 789 524704 39697 10104 485007
internal_count=587687 11653 812 10841 737 576034 51330 2209 49121 789 524704 39697 10104 485007

Tree=4
num_cat=0
split_feature=45 24 5 0 55 34 34 33 47 0 0 31 33 0
split_gain=0.058084 0.574562 9.57764 0.0291626 0.0265958 0.26112 8.24467 0.0808886 0.0265638 0.0199538 0.264422 0.0192272 0.012436 0.0101165
threshold=-0.17180078476667401 1.7687134742736819 -0.03052614443004131 0.10345410183072092 2.0211037397384648 1.468370318412781 1.4774639606475832 0.50690898299217235 -0.5827713906764983 -0.034956371411681168 -0.037053914740681641 -1.2844281196594236 5.0220639705657968 0.025386652909219268
left_child=1 3 -3 11 9 7 -7 -6 -5 10 -2 -1 -4 -11
right_child=4 2 12 8 5 6 -8 -9 -10 13 -12 -13 -14 -15
leaf_value=0.00061334940444862423 -1.2349416741954303e-05 0.067145823744419617 -0.00036060158317539502 0.00052186473990833765 -4.075662536414968e-05 0.045703012230707427 -0.00050861317819991033 0.0010584470861141101 -0.0027207216410386247 -9.0459039855784884e-06 0.0012264641863151324 -0.00018147961689480443 0.0017259454572267714 -6.7389390131215461e-05
leaf_weight=328 20749 20 256 33 10190 36 651 628 69 523917 1643 1493 28 27646
leaf_count=328 20749 20 256 33 10190 36 651 628 69 523917 1643 1493 28 27646
internal_value=-3.77967e-06 0.000475371 0.00427279 -0.00012495 -5.60228e-06 0.000135906 0.00191296 2.30537e-05 -0.00167165 -8.43883e-06 7.85478e-05 -3.83144e-05 -0.000154886 -1.19703e-05
internal_weight=587687 2227 304 1923 585460 11505 687 10818 102 573955 22392 1821 284 551563
internal_count=587687 2227 304 1923 585460 11505 687 10818 102 573955 22392 1821 284 551563

Tree=5
num_cat=0
split_feature=15 51 33 49 33 55 46 26 14 24 33 46 34
split_gain=0.13109 23.5726 42.7761 2.45418 7.59657 0.0335634 0.320881 2.36245 0.0268057 1.01158 0.0183507 0.0183429 0.0148008
threshold=0.55725386738777172 -0.044410638511180871 0.2726276963949204 -0.12514873594045636 -0.099575325846672044 2.0211037397384648 0.014997302554547788 -1.0894942879676817 0.47881264984607702 -1.7902193665504453 1.8969854712486269 -0.046981150284409516 1.468370318412781
left_child=5 2 -2 4 -3 8 12 -8 11 -10 -5 -1 -7
right_child=1 3 -4 10 -6 6 7 -9 9 -11 -12 -13 -14
leaf_value=6.5572704768068925e-05 -7.5791289815646857e-05 0.066600642257641451 0.17138160944533373 -4.7076830196711034e-05 -0.00043551057345807054 -2.2232376915590854e-05 0.015236258370452551 0.00045060353802085144 0.0051411693302665868 -4.6294514594233362e-05 -0.00042504225942147241 -9.6489737144528632e-06 -0.00065114487693951795
leaf_weight=30294 36 20 20 10209 59 9179 102 1495 346 8304 1277 526015 343
leaf_count=30294 36 20 20 10209 59 9179 102 1495 346 8304 1277 526015 343
internal_value=6.48894e-06 0.000319063 0.061159 2.44645e-05 0.0165357 1.83493e-07 0.000161915 0.00139496 -2.99956e-06 0.000161204 -8.90986e-05 -5.55275e-06 -4.4887e-05
internal_weight=587699 11621 56 11565 79 576078 11119 1597 564959 8650 11486 556309 9522
internal_count=587699 11621 56 11565 79 576078 11119 1597 564959 8650 11486 556309 9522

Tree=6
num_cat=0
split_feature=45 47 3 17 33 49 0 23 2 31 23 23 0 14
split_gain=0.127115 1.28648 10.2599 0.40339 9.00844 0.0784909 2.87911 62.1618 0.0278107 0.0268268 1.58123 0.0260441 0.0118357 0.00509297
threshold=-0.092140045017003999 -1.256108224391937 -0.035386044532060616 -0.8243863284587859 -0.18475440144538877 2.1410850286483769 0.038437766954302795 0.010622751433402302 0.16301129013299945 2.102653026580811 -0.0097320508211851103 -0.030672303400933739 0.014302453026175501 0.5882677733898164
left_child=1 2 -1 4 -3 9 13 -8 -5 11 -11 -2 -4 -7
right_child=5 3 12 8 -6 6 7 -9 -10 10 -12 -13 -14 -15
leaf_value=0.05674078653502778 8.7756799705327693e-05 0.064406536572937323 -0.00029567391290808201 1.7168835589310793e-05 -0.0011453690625544857 -2.2040173105801156e-05 0.16961214940475766 -0.00014047441280571249 -0.0013721345762648315 0.0096609721505646548 -3.7829091423531539e-05 -1.0588909691528663e-05 0.0010368268127363225 -0.00037212889355976578
leaf_weight=32 24897 20 155 6160 251 11766 20 406 130 152 6507 536729 95 379
leaf_count=32 24897 20 155 6160 251 11766 20 406 130 152 6507 536729 95 379
internal_value=5.87898e-06 0.000408651 0.00662544 0.000141446 0.00369241 1.13396e-06 0.000233462 0.00782913 -1.15449e-05 -4.00535e-06 0.000183558 -6.22922e-06 0.000210676 -3.29651e-05
internal_weight=587699 6843 282 6561 271 580856 12571 426 6290 568285 6659 561626 250 12145
internal_count=587699 6843 282 6561 271 580856 12571 426 6290 568285 6659 561626 250 12145

Tree=7
num_cat=0
split_feature=15 51 55 5 18 21 55 34 34 33 14 13 31
split_gain=0.093137 19.1688 44.8389 3.42326 6.40132 0.0344133 0.0250575 0.293472 9.42868 0.141252 0.0205064 1.54305 0.0153871
threshold=0.55725386738777172 -0.044410638511180871 0.15352448076009753 -0.29874807596206659 0.08623185753822328 1.6111459732055666 2.0211037397384648 1.468370318412781 1.4774639606475832 0.50690898299217235 0.47881264984607702 -0.054623955860733979 -1.3418890833854673
left_child=6 2 -2 4 -3 -5 10 9 -9 -8 12 -12 -1
right_child=1 3 -4 5 -6 -7 7 8 -10 -11 11 -13 -14
leaf_value=4.7363652611956094e-05 0.16798120590443832 -0.00050045460594487338 -0.0075616861109519956 -5.3446732445956428e-05 0.065826545869772962 -0.00057956316479080704 -5.0348715546063339e-05 0.056428506438930832 -0.00051461562758146645 0.0015228342053391702 0.0077371884583303614 -6.6619340264698559e-05 -9.6417428583782991e-06
leaf_weight=45572 20 36 36 10279 20 1230 10030 27 531 531 230 8420 510737
leaf_count=45572 20 36 36 10279 20 1230 10030 27 531 531 230 8420 510737
internal_value=5.32635e-06 0.000268796 0.0551322 3.13644e-06 0.0231878 -0.000109674 1.14849e-08 0.000139755 0.0022407 2.87499e-05 -2.73882e-06 0.000140881 -4.97195e-06
internal_weight=587699 11621 56 11565 56 11509 576078 11119 558 10561 564959 8650 556309
internal_count=587699 11621 56 11565 56 11509 576078 11119 558 10561 564959 8650 556309

Tree=8
num_cat=0
split_feature=45 47 7 17 24 3 5 7 49 21 2 31 23 23
split_gain=0.0992192 1.0563 12.7187 0.325822 7.48988 0.0835425 0.0809641 13.725 50.8043 0.0251883 0.0237623 0.0226824 1.40828 0.018995
threshold=-0.092140045017003999 -1.256108224391937 -0.0097913797944784147 -0.8243863284587859 1.6445183753967287 -0.035386044532060616 2.1598320007324223 0.024630161002278331 2.0218096375465398 1.2277988195419314 0.16301129013299945 2.102653026580811 -0.0097320508211851103 -0.030672303400933739
left_child=1 2 -1 4 -3 -4 11 8 -8 -9 -5 13 -13 -2
right_child=6 3 5 10 -6 -7 7 9 -10 -11 -12 12 -14 -15
leaf_value=0.068634901921428251 7.4177767628673196e-05 -0.001219294677229307 -0.0056476443362383482 7.5901576819819567e-06 0.057228773168964492 0.00017810583040613108 -0.00016100768474693535 -6.3661698530422835e-05 0.16893876034601299 -0.00089217571078870203 -0.0012766173505429834 0.0093305048296248132 -3.9608247947591445e-05 -9.4746727229767146e-06
leaf_weight=26 25099 250 24 6160 21 232 73 8557 20 337 130 145 6280 540345
leaf_count=26 25099 250 24 6160 21 232 73 8557 20 337 130 145 6280 540345
internal_value=4.82568e-06 0.000360669 0.00599392 0.000118545 0.00330989 -0.000368058 6.33521e-07 0.000280584 0.0362045 -9.50547e-05 -1.89515e-05 -3.76593e-06 0.000171857 -5.7615e-06
internal_weight=587699 6843 282 6561 271 256 580856 8987 93 8894 6290 571869 6425 565444
internal_count=587699 6843 282 6561 271 256 580856 8987 93 8894 6290 571869 6425 565444

Tree=9
num_cat=0
split_feature=45 27 27 5 5 7 27 17 17 24 29 29 49 55 33
split_gain=0.0814427 0.552782 16.2383 38.4207 0.0664582 11.266 52.0145 0.0658847 0.0524666 0.167795 0.0198444 0.118354 0.0185445 0.0141255 0.012931
threshold=-0.092140045017003999 -0.00023397316545015198 0.00017039413796737793 -0.26863311231136316 2.1598320007324223 0.024630161002278331 0.025577025488018993 -0.80106624960899342 -0.8243863284587859 1.4374936223030093 0.21250460296869281 0.1909185126423836 -0.602250576019287 2.0211037397384648 0.2726276963949204
left_child=1 8 3 -3 10 6 -6 -4 9 -1 11 -2 -10 -12 -7
right_child=4 2 7 -5 5 14 -8 -9 12 -11 13 -13 -14 -15 -16
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Column_7=122
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[objective: regression]
[metric: rmse]
[data: ]
[valid: ]
[seed: 42]

objective=regression metric=rmse num_leaves=31 max_depth=4 learning_rate=0.094 feature_fraction=0.8 bagging_fraction=0.8 bagging_freq=5 min_child_samples=20 verbosity=-1 num_threads=1 random_state=42 num_iterations=50